Dependable Computing - EDCC 2022 Workshops: SERENE, DREAMS, AI4RAILS, Zaragoza, Spain, September 12, 2022, Proceedings

This book presents refereed proceedings from the 18th European Dependable Computing Conference, including workshops on software engineering for resilient systems, dynamic risk management for autonomous systems, and artificial intelligence for railways. The papers address dependability and security issues in various application domains and specialized topics, complementing the main conference themes.

Format: Paperback / softback
Length: 151 pages
Publication date: 09 September 2022
Publisher: Springer International Publishing AG

The 18th European Dependable Computing Conference (EDCC) organized a series of workshops, including the 13th Workshop on Software Engineering for Resilient Systems (SERENE 2022), the Third Workshop on Dynamic Risk Management for Autonomous Systems (DREAMS 2022), and the Third Workshop on Artificial Intelligence for Railways (AI4RAILS), which took place in Zaragoza, Spain, in September 2022. These workshops brought together experts from various fields to discuss and explore innovative solutions in software engineering, resilient systems, dynamic risk management, and artificial intelligence for railways.

The 13th Workshop on Software Engineering for Resilient Systems (SERENE 2022) aimed to address the challenges of developing software for resilient systems, which are capable of withstanding disruptions and maintaining their functionality. The workshop papers presented at SERENE 2022 covered a wide range of topics, including fault tolerance, reliability engineering, and software testing techniques. The papers explored the use of machine learning and artificial intelligence to improve the resilience of software systems, as well as the development of resilient software architectures and design patterns.

The Third Workshop on Dynamic Risk Management for Autonomous Systems (DREAMS 2022) focused on developing strategies and techniques for managing dynamic risks in autonomous systems, such as self-driving cars and drones. The workshop papers presented at DREAMS 2022 explored the use of risk assessment algorithms, decision-making frameworks, and machine learning techniques to identify and mitigate potential risks in autonomous systems.

The Third Workshop on Artificial Intelligence for Railways (AI4RAILS) aimed to explore the use of artificial intelligence and machine learning in the railway industry to improve safety, efficiency, and sustainability. The workshop papers presented at AI4RAILS 2022 covered a wide range of topics, including traffic management, track maintenance, and passenger experience. The papers explored the use of deep learning algorithms, natural language processing, and computer vision to improve the performance of railway systems and enhance the safety of passengers and workers.

The workshop papers presented at these workshops were thoroughly reviewed and selected from a total of 22 submissions. The selection process involved a panel of experts from academia and industry who evaluated the quality, originality, and relevance of the papers. The workshop papers complement the main conference topics by addressing dependability or security issues in specific application domains or by focussing on specialized topics, such as system resilience.

Overall, the 18th European Dependable Computing Conference (EDCC) workshops provided a platform for experts to exchange ideas, share research findings, and collaborate on developing innovative solutions in software engineering, resilient systems, dynamic risk management, and artificial intelligence for railways. The workshop papers presented at these workshops will contribute to the ongoing research and development in these fields and will have a significant impact on the future of transportation and infrastructure.
The 18th European Dependable Computing Conference (EDCC) organized a series of workshops, including the 13th Workshop on Software Engineering for Resilient Systems (SERENE 2022), the Third Workshop on Dynamic Risk Management for Autonomous Systems (DREAMS 2022), and the Third Workshop on Artificial Intelligence for Railways (AI4RAILS), which took place in Zaragoza, Spain, in September 2022. These workshops brought together experts from various fields to discuss and explore innovative solutions in software engineering, resilient systems, dynamic risk management, and artificial intelligence for railways.

The 13th Workshop on Software Engineering for Resilient Systems (SERENE 2022) aimed to address the challenges of developing software for resilient systems, which are capable of withstanding disruptions and maintaining their functionality. The workshop papers presented at SERENE 2022 covered a wide range of topics, including fault tolerance, reliability engineering, and software testing techniques. The papers explored the use of machine learning and artificial intelligence to improve the resilience of software systems, as well as the development of resilient software architectures and design patterns.

The Third Workshop on Dynamic Risk Management for Autonomous Systems (DREAMS 2022) focused on developing strategies and techniques for managing dynamic risks in autonomous systems, such as self-driving cars and drones. The workshop papers presented at DREAMS 2022 explored the use of risk assessment algorithms, decision-making frameworks, and machine learning techniques to identify and mitigate potential risks in autonomous systems.

The Third Workshop on Artificial Intelligence for Railways (AI4RAILS) aimed to explore the use of artificial intelligence and machine learning in the railway industry to improve safety, efficiency, and sustainability. The workshop papers presented at AI4RAILS 2022 covered a wide range of topics, including traffic management, track maintenance, and passenger experience. The papers explored the use of deep learning algorithms, natural language processing, and computer vision to improve the performance of railway systems and enhance the safety of passengers and workers.

The workshop papers presented at these workshops were thoroughly reviewed and selected from a total of 22 submissions. The selection process involved a panel of experts from academia and industry who evaluated the quality, originality, and relevance of the papers. The workshop papers complement the main conference topics by addressing dependability or security issues in specific application domains or by focussing on specialized topics, such as system resilience.

Overall, the 18th European Dependable Computing Conference (EDCC) workshops provided a platform for experts to exchange ideas, share research findings, and collaborate on developing innovative solutions in software engineering, resilient systems, dynamic risk management, and artificial intelligence for railways. The workshop papers presented at these workshops will contribute to the ongoing research and development in these fields and will have a significant impact on the future of transportation and infrastructure.

Weight: 261g
Dimension: 235 x 155 (mm)
ISBN-13: 9783031162442
Edition number: 1st ed. 2022